Data Engineer

Anthropic’s J-Lens: How Researchers Read What Claude Is Thinking Before It Speaks

Afzal Malik July 14, 2026

Anthropic's J-lens reads what Claude is thinking before it speaks. Here's how the J-space really works, the fake-bug moment, and why it's no lie detector.

Loom for AWS deployment architecture diagram: Cognito, Route 53, and an ALB in the public subnet routing to a React frontend, FastAPI backend, RDS Proxy with Postgres, S3, and AgentCore Runtime in the private subnet.

AI AWS

Loom for AWS Explained: How the Open-Source Agent Platform Deploys

Afzal Malik July 13, 2026

Loom for AWS is AWS's open-source platform for deploying AI agents on Bedrock AgentCore. We read the architecture diagram to show how it actually works.

Lossless Claw plugin for OpenClaw AI agent - perfect memory recall with DAG and SQL storage

Lossless Claw: The OpenClaw Plugin That Gives Your AI Agent a Perfect Memory

Afzal Malik March 15, 2026

Lossless Claw is an OpenClaw plugin that prevents AI agent memory loss by saving every message to SQL and organising history into a navigable DAG of summaries — giving your agent perfect recall in long sessions.

Graphviz Medallion Architecture Data Pipeline Diagram - Bronze Silver Gold layers

Data Engineering

Graphviz Tutorial: Install, Setup & Build Your First Diagram on Linux (Medallion Architecture Example)

Afzal Malik March 15, 2026

Learn how to install Graphviz on Linux and create professional architecture diagrams using the DOT language. Includes a complete Medallion Architecture data pipeline example with Bronze, Silver, and Gold layers.

Snowflake caching architecture diagram showing three cache layers

Data Engineering Technical Blogs

Snowflake Caching Explained: Query Results, Metadata and Warehouse Cache

Afzal Malik March 14, 2026

Learn how Snowflake's three caching layers — Query Results Cache, Metadata Cache, and Warehouse Cache — work together to speed up queries and cut compute costs.

AI Technical Blogs

How to Fix Your OpenClaw’s Memory

Afzal Malik March 14, 2026

Learn how to fix OpenClaw's memory issues — covering memory flush, session pruning, QMD retrieval, heartbeat cost optimization, and system prompt auditing for a faster, cheaper AI agent.

AIML Backend Cloud Computing

How to Remove Duplicates from an Apache Iceberg Table in Athena (Without a Unique ID or Timestamp)

Afzal Malik March 2, 2026

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Odoo Filestore and Assets Troubleshooting Guide

Backend Odoo Python

Odoo Filestore and Assets Troubleshooting: Complete Guide to Fix White Screen and Missing Files

Afzal Malik January 16, 2026

Complete troubleshooting guide for Odoo filestore and asset issues. Fix white screens, missing files, and FileNotFoundError with proven solutions for Odoo 14-19.

Professional developer workspace showing Odoo module migration from version 18 to 19 with code editor and development environment

Backend Odoo Python

Migrating Odoo Modules from 18 to 19: A Complete Developer’s Guide with Real-World Solutions

Afzal Malik January 8, 2026

Complete developer's guide for migrating Odoo modules from version 18 to 19. Learn about critical breaking changes, security group restructuring, and proven solutions with real-world examples and performance optimizations.